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Model Context Protocol Tool Implementation for Financial Data

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Linked challenge: IPO Market Scout: Multi-Agent Analysis

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Linked challenge
IPO Market Scout: Multi-Agent Analysis

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Implement a simulated Model Context Protocol (Model Context Protocol) server or client that can fetch and provide access to hypothetical financial news, company profiles, and IPO historical data. Your agents should be able to call these tools via Model Context Protocol, abstracting away the underlying data source complexities. Focus on robust error handling and secure data exchange simulation.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.